Here, we’re just setting a few options.

knitr::opts_chunk$set(
  warning = TRUE, # show warnings during codebook generation
  message = TRUE, # show messages during codebook generation
  error = TRUE, # do not interrupt codebook generation in case of errors,
                # usually better for debugging
  echo = TRUE  # show R code
)
ggplot2::theme_set(ggplot2::theme_bw())

Now, we’re preparing our data for the codebook.

library(codebook)
codebook_data <- rio::import("final_dataset.txt")
# to import an SPSS file from the same folder uncomment and edit the line below
# codebook_data <- rio::import("mydata.sav")
# for Stata
# codebook_data <- rio::import("mydata.dta")
# for CSV
# codebook_data <- rio::import("mydata.csv")
codebook_data=codebook_data[,2:ncol(codebook_data)]
# omit the following lines, if your missing values are already properly labelled
codebook_data <- detect_missing(codebook_data,
    only_labelled = TRUE, # only labelled values are autodetected as
                                   # missing
    negative_values_are_missing = FALSE, # negative values are missing values
    ninety_nine_problems = TRUE,   # 99/999 are missing values, if they
                                   # are more than 5 MAD from the median
    )

# If you are not using formr, the codebook package needs to guess which items
# form a scale. The following line finds item aggregates with names like this:
# scale = scale_1 + scale_2R + scale_3R
# identifying these aggregates allows the codebook function to
# automatically compute reliabilities.
# However, it will not reverse items automatically.
codebook_data <- detect_scales(codebook_data)

Create codebook

codebook(codebook_data)
## No missing values.

Metadata

Description

Dataset name: codebook_data

The dataset has N=180 rows and 75 columns. 180 rows have no missing values on any column.

Metadata for search engines

  • Date published: 2020-08-05
x
activity
subject
tbodyaccmeanx
tbodyaccmeany
tbodyaccmeanz
tgravityaccmeanx
tgravityaccmeany
tgravityaccmeanz
tbodyaccjerkmeanx
tbodyaccjerkmeany
tbodyaccjerkmeanz
tbodygyromeanx
tbodygyromeany
tbodygyromeanz
tbodygyrojerkmeanx
tbodygyrojerkmeany
tbodygyrojerkmeanz
tbodyaccmagmean
tgravityaccmagmean
tbodyaccjerkmagmean
tbodygyromagmean
tbodygyrojerkmagmean
fbodyaccmeanx
fbodyaccmeany
fbodyaccmeanz
fbodyaccjerkmeanx
fbodyaccjerkmeany
fbodyaccjerkmeanz
fbodygyromeanx
fbodygyromeany
fbodygyromeanz
fbodyaccmagmean
fbodybodyaccjerkmagmean
fbodybodygyromagmean
fbodybodygyrojerkmagmean
angle(tbodyaccmeangravity)
angle(tbodyaccjerkmean)gravitymean)
angle(tbodygyromeangravitymean)
angle(tbodygyrojerkmeangravitymean)
angle(xgravitymean)
angle(ygravitymean)
angle(zgravitymean)
tbodyaccstdx
tbodyaccstdy
tbodyaccstdz
tgravityaccstdx
tgravityaccstdy
tgravityaccstdz
tbodyaccjerkstdx
tbodyaccjerkstdy
tbodyaccjerkstdz
tbodygyrostdx
tbodygyrostdy
tbodygyrostdz
tbodygyrojerkstdx
tbodygyrojerkstdy
tbodygyrojerkstdz
tbodyaccmagstd
tgravityaccmagstd
tbodyaccjerkmagstd
tbodygyromagstd
tbodygyrojerkmagstd
fbodyaccstdx
fbodyaccstdy
fbodyaccstdz
fbodyaccjerkstdx
fbodyaccjerkstdy
fbodyaccjerkstdz
fbodygyrostdx
fbodygyrostdy
fbodygyrostdz
fbodyaccmagstd
fbodybodyaccjerkmagstd
fbodybodygyromagstd
fbodybodygyrojerkmagstd

#Variables

activity

Distribution

Distribution of values for activity

Distribution of values for activity

0 missing values.

Summary statistics

name data_type n_missing complete_rate n_unique empty min max whitespace label
activity character 0 1 6 0 6 18 0 NA

subject

Distribution

Distribution of values for subject

Distribution of values for subject

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
subject numeric 0 1 1 16 30 15.5 8.679585 <U+2587><U+2587><U+2587><U+2587><U+2587> NA

tbodyaccmeanx

Distribution

Distribution of values for tbodyaccmeanx

Distribution of values for tbodyaccmeanx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccmeanx numeric 0 1 0.22 0.28 0.3 0.2743027 0.0121646 <U+2581><U+2581><U+2582><U+2587><U+2582> NA

tbodyaccmeany

Distribution

Distribution of values for tbodyaccmeany

Distribution of values for tbodyaccmeany

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccmeany numeric 0 1 -0.041 -0.017 -0.0013 -0.0178755 0.0057712 <U+2581><U+2582><U+2587><U+2587><U+2581> NA

tbodyaccmeanz

Distribution

Distribution of values for tbodyaccmeanz

Distribution of values for tbodyaccmeanz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccmeanz numeric 0 1 -0.15 -0.11 -0.075 -0.1091638 0.009582 <U+2581><U+2581><U+2587><U+2585><U+2581> NA

tgravityaccmeanx

Distribution

Distribution of values for tgravityaccmeanx

Distribution of values for tgravityaccmeanx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tgravityaccmeanx numeric 0 1 -0.68 0.92 0.97 0.6974775 0.4872534 <U+2581><U+2581><U+2581><U+2581><U+2587> NA

tgravityaccmeany

Distribution

Distribution of values for tgravityaccmeany

Distribution of values for tgravityaccmeany

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tgravityaccmeany numeric 0 1 -0.48 -0.13 0.96 -0.0162128 0.3452376 <U+2587><U+2587><U+2582><U+2581><U+2582> NA

tgravityaccmeanz

Distribution

Distribution of values for tgravityaccmeanz

Distribution of values for tgravityaccmeanz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tgravityaccmeanz numeric 0 1 -0.5 0.024 0.96 0.0741279 0.2887919 <U+2582><U+2587><U+2583><U+2581><U+2581> NA

tbodyaccjerkmeanx

Distribution

Distribution of values for tbodyaccjerkmeanx

Distribution of values for tbodyaccjerkmeanx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccjerkmeanx numeric 0 1 0.043 0.076 0.13 0.0794736 0.012588 <U+2581><U+2587><U+2583><U+2582><U+2581> NA

tbodyaccjerkmeany

Distribution

Distribution of values for tbodyaccjerkmeany

Distribution of values for tbodyaccjerkmeany

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccjerkmeany numeric 0 1 -0.039 0.0095 0.057 0.0075652 0.0135764 <U+2581><U+2583><U+2587><U+2582><U+2581> NA

tbodyaccjerkmeanz

Distribution

Distribution of values for tbodyaccjerkmeanz

Distribution of values for tbodyaccjerkmeanz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccjerkmeanz numeric 0 1 -0.067 -0.0039 0.038 -0.0049534 0.0134621 <U+2581><U+2581><U+2587><U+2587><U+2581> NA

tbodygyromeanx

Distribution

Distribution of values for tbodygyromeanx

Distribution of values for tbodygyromeanx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyromeanx numeric 0 1 -0.21 -0.029 0.19 -0.0324372 0.0540518 <U+2581><U+2582><U+2587><U+2581><U+2581> NA

tbodygyromeany

Distribution

Distribution of values for tbodygyromeany

Distribution of values for tbodygyromeany

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyromeany numeric 0 1 -0.2 -0.073 0.027 -0.0742596 0.0355415 <U+2581><U+2581><U+2587><U+2583><U+2581> NA

tbodygyromeanz

Distribution

Distribution of values for tbodygyromeanz

Distribution of values for tbodygyromeanz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyromeanz numeric 0 1 -0.072 0.085 0.18 0.0874446 0.0362125 <U+2581><U+2581><U+2583><U+2587><U+2582> NA

tbodygyrojerkmeanx

Distribution

Distribution of values for tbodygyrojerkmeanx

Distribution of values for tbodygyrojerkmeanx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrojerkmeanx numeric 0 1 -0.16 -0.099 -0.022 -0.0960568 0.0233458 <U+2581><U+2582><U+2587><U+2581><U+2581> NA

tbodygyrojerkmeany

Distribution

Distribution of values for tbodygyrojerkmeany

Distribution of values for tbodygyrojerkmeany

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrojerkmeany numeric 0 1 -0.077 -0.041 -0.013 -0.0426928 0.009532 <U+2581><U+2582><U+2587><U+2583><U+2581> NA

tbodygyrojerkmeanz

Distribution

Distribution of values for tbodygyrojerkmeanz

Distribution of values for tbodygyrojerkmeanz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrojerkmeanz numeric 0 1 -0.092 -0.053 -0.0069 -0.0548019 0.012347 <U+2581><U+2585><U+2587><U+2581><U+2581> NA

tbodyaccmagmean

Distribution

Distribution of values for tbodyaccmagmean

Distribution of values for tbodyaccmagmean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccmagmean numeric 0 1 -0.99 -0.48 0.64 -0.4972897 0.4728834 <U+2587><U+2581><U+2585><U+2583><U+2581> NA

tgravityaccmagmean

Distribution

Distribution of values for tgravityaccmagmean

Distribution of values for tgravityaccmagmean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tgravityaccmagmean numeric 0 1 -0.99 -0.48 0.64 -0.4972897 0.4728834 <U+2587><U+2581><U+2585><U+2583><U+2581> NA

tbodyaccjerkmagmean

Distribution

Distribution of values for tbodyaccjerkmagmean

Distribution of values for tbodyaccjerkmagmean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccjerkmagmean numeric 0 1 -0.99 -0.82 0.43 -0.6079296 0.3965272 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

tbodygyromagmean

Distribution

Distribution of values for tbodygyromagmean

Distribution of values for tbodygyromagmean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyromagmean numeric 0 1 -0.98 -0.66 0.42 -0.5651631 0.3977338 <U+2587><U+2581><U+2585><U+2582><U+2581> NA

tbodygyrojerkmagmean

Distribution

Distribution of values for tbodygyrojerkmagmean

Distribution of values for tbodygyrojerkmagmean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrojerkmagmean numeric 0 1 -1 -0.86 0.088 -0.7363693 0.2767541 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

fbodyaccmeanx

Distribution

Distribution of values for fbodyaccmeanx

Distribution of values for fbodyaccmeanx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccmeanx numeric 0 1 -1 -0.77 0.54 -0.5758 0.4300214 <U+2587><U+2581><U+2583><U+2582><U+2581> NA

fbodyaccmeany

Distribution

Distribution of values for fbodyaccmeany

Distribution of values for fbodyaccmeany

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccmeany numeric 0 1 -0.99 -0.59 0.52 -0.4887327 0.4806496 <U+2587><U+2581><U+2583><U+2583><U+2581> NA

fbodyaccmeanz

Distribution

Distribution of values for fbodyaccmeanz

Distribution of values for fbodyaccmeanz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccmeanz numeric 0 1 -0.99 -0.72 0.28 -0.6297388 0.3556469 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fbodyaccjerkmeanx

Distribution

Distribution of values for fbodyaccjerkmeanx

Distribution of values for fbodyaccjerkmeanx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccjerkmeanx numeric 0 1 -0.99 -0.81 0.47 -0.6139282 0.3982896 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

fbodyaccjerkmeany

Distribution

Distribution of values for fbodyaccjerkmeany

Distribution of values for fbodyaccjerkmeany

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccjerkmeany numeric 0 1 -0.99 -0.78 0.28 -0.5881631 0.4077491 <U+2587><U+2581><U+2583><U+2583><U+2581> NA

fbodyaccjerkmeanz

Distribution

Distribution of values for fbodyaccjerkmeanz

Distribution of values for fbodyaccjerkmeanz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccjerkmeanz numeric 0 1 -0.99 -0.87 0.16 -0.7143585 0.2970225 <U+2587><U+2582><U+2583><U+2581><U+2581> NA

fbodygyromeanx

Distribution

Distribution of values for fbodygyromeanx

Distribution of values for fbodygyromeanx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodygyromeanx numeric 0 1 -0.99 -0.73 0.47 -0.6367396 0.3467628 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fbodygyromeany

Distribution

Distribution of values for fbodygyromeany

Distribution of values for fbodygyromeany

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodygyromeany numeric 0 1 -0.99 -0.81 0.33 -0.6766868 0.3319182 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

fbodygyromeanz

Distribution

Distribution of values for fbodygyromeanz

Distribution of values for fbodygyromeanz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodygyromeanz numeric 0 1 -0.99 -0.79 0.49 -0.6043912 0.3842603 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fbodyaccmagmean

Distribution

Distribution of values for fbodyaccmagmean

Distribution of values for fbodyaccmagmean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccmagmean numeric 0 1 -0.99 -0.67 0.59 -0.5365167 0.4516451 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

fbodybodyaccjerkmagmean

Distribution

Distribution of values for fbodybodyaccjerkmagmean

Distribution of values for fbodybodyaccjerkmagmean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodybodyaccjerkmagmean numeric 0 1 -0.99 -0.79 0.54 -0.5756175 0.4312321 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

fbodybodygyromagmean

Distribution

Distribution of values for fbodybodygyromagmean

Distribution of values for fbodybodygyromagmean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodybodygyromagmean numeric 0 1 -0.99 -0.77 0.2 -0.6670991 0.3181183 <U+2587><U+2582><U+2583><U+2581><U+2581> NA

fbodybodygyrojerkmagmean

Distribution

Distribution of values for fbodybodygyrojerkmagmean

Distribution of values for fbodybodygyrojerkmagmean

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodybodygyrojerkmagmean numeric 0 1 -1 -0.88 0.15 -0.7563853 0.2628722 <U+2587><U+2585><U+2582><U+2581><U+2581> NA

angle(tbodyaccmeangravity)

Distribution

Distribution of values for angle(tbodyaccmeangravity)

Distribution of values for angle(tbodyaccmeangravity)

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
angle(tbodyaccmeangravity) numeric 0 1 -0.16 0.0079 0.13 0.0065557 0.0396044 <U+2581><U+2581><U+2587><U+2587><U+2581> NA

angle(tbodyaccjerkmean)gravitymean)

Distribution

Distribution of values for angle(tbodyaccjerkmean)gravitymean)

Distribution of values for angle(tbodyaccjerkmean)gravitymean)

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
angle(tbodyaccjerkmean)gravitymean) numeric 0 1 -0.12 0.0031 0.2 0.0006439 0.0427632 <U+2582><U+2587><U+2586><U+2581><U+2581> NA

angle(tbodygyromeangravitymean)

Distribution

Distribution of values for angle(tbodygyromeangravitymean)

Distribution of values for angle(tbodygyromeangravitymean)

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
angle(tbodygyromeangravitymean) numeric 0 1 -0.39 0.021 0.44 0.0219317 0.1401276 <U+2581><U+2581><U+2587><U+2581><U+2581> NA

angle(tbodygyrojerkmeangravitymean)

Distribution

Distribution of values for angle(tbodygyrojerkmeangravitymean)

Distribution of values for angle(tbodygyrojerkmeangravitymean)

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
angle(tbodygyrojerkmeangravitymean) numeric 0 1 -0.22 -0.016 0.18 -0.0113732 0.0729629 <U+2581><U+2583><U+2587><U+2585><U+2581> NA

angle(xgravitymean)

Distribution

Distribution of values for angle(xgravitymean)

Distribution of values for angle(xgravitymean)

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
angle(xgravitymean) numeric 0 1 -0.95 -0.74 0.74 -0.5243065 0.481228 <U+2587><U+2582><U+2581><U+2581><U+2582> NA

angle(ygravitymean)

Distribution

Distribution of values for angle(ygravitymean)

Distribution of values for angle(ygravitymean)

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
angle(ygravitymean) numeric 0 1 -0.87 0.17 0.42 0.0786534 0.2784784 <U+2581><U+2581><U+2581><U+2585><U+2587> NA

angle(zgravitymean)

Distribution

Distribution of values for angle(zgravitymean)

Distribution of values for angle(zgravitymean)

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
angle(zgravitymean) numeric 0 1 -0.87 0.0051 0.39 -0.0404362 0.2308332 <U+2581><U+2581><U+2581><U+2587><U+2582> NA

tbodyaccstdx

Distribution

Distribution of values for tbodyaccstdx

Distribution of values for tbodyaccstdx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccstdx numeric 0 1 -1 -0.75 0.63 -0.5576901 0.4516911 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

tbodyaccstdy

Distribution

Distribution of values for tbodyaccstdy

Distribution of values for tbodyaccstdy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccstdy numeric 0 1 -0.99 -0.51 0.62 -0.4604626 0.496565 <U+2587><U+2581><U+2585><U+2583><U+2581> NA

tbodyaccstdz

Distribution

Distribution of values for tbodyaccstdz

Distribution of values for tbodyaccstdz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccstdz numeric 0 1 -0.99 -0.65 0.61 -0.5755602 0.3955439 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

tgravityaccstdx

Distribution

Distribution of values for tgravityaccstdx

Distribution of values for tgravityaccstdx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tgravityaccstdx numeric 0 1 -1 -0.97 -0.83 -0.9637525 0.0250344 <U+2587><U+2586><U+2581><U+2581><U+2581> NA

tgravityaccstdy

Distribution

Distribution of values for tgravityaccstdy

Distribution of values for tgravityaccstdy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tgravityaccstdy numeric 0 1 -0.99 -0.96 -0.64 -0.9524296 0.0326557 <U+2587><U+2581><U+2581><U+2581><U+2581> NA

tgravityaccstdz

Distribution

Distribution of values for tgravityaccstdz

Distribution of values for tgravityaccstdz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tgravityaccstdz numeric 0 1 -0.99 -0.95 -0.61 -0.936401 0.0402912 <U+2587><U+2582><U+2581><U+2581><U+2581> NA

tbodyaccjerkstdx

Distribution

Distribution of values for tbodyaccjerkstdx

Distribution of values for tbodyaccjerkstdx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccjerkstdx numeric 0 1 -0.99 -0.81 0.54 -0.5949467 0.4175865 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

tbodyaccjerkstdy

Distribution

Distribution of values for tbodyaccjerkstdy

Distribution of values for tbodyaccjerkstdy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccjerkstdy numeric 0 1 -0.99 -0.78 0.36 -0.5654147 0.4330871 <U+2587><U+2581><U+2583><U+2583><U+2581> NA

tbodyaccjerkstdz

Distribution

Distribution of values for tbodyaccjerkstdz

Distribution of values for tbodyaccjerkstdz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccjerkstdz numeric 0 1 -0.99 -0.88 0.031 -0.7359577 0.2768479 <U+2587><U+2582><U+2583><U+2581><U+2581> NA

tbodygyrostdx

Distribution

Distribution of values for tbodygyrostdx

Distribution of values for tbodygyrostdx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrostdx numeric 0 1 -0.99 -0.79 0.27 -0.6916399 0.2910189 <U+2587><U+2583><U+2585><U+2581><U+2581> NA

tbodygyrostdy

Distribution

Distribution of values for tbodygyrostdy

Distribution of values for tbodygyrostdy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrostdy numeric 0 1 -0.99 -0.8 0.48 -0.653302 0.3520252 <U+2587><U+2585><U+2582><U+2581><U+2581> NA

tbodygyrostdz

Distribution

Distribution of values for tbodygyrostdz

Distribution of values for tbodygyrostdz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrostdz numeric 0 1 -0.99 -0.8 0.56 -0.6164353 0.3730264 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

tbodygyrojerkstdx

Distribution

Distribution of values for tbodygyrojerkstdx

Distribution of values for tbodygyrojerkstdx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrojerkstdx numeric 0 1 -1 -0.84 0.18 -0.7036327 0.3008361 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

tbodygyrojerkstdy

Distribution

Distribution of values for tbodygyrojerkstdy

Distribution of values for tbodygyrojerkstdy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrojerkstdy numeric 0 1 -1 -0.89 0.3 -0.7635518 0.2672885 <U+2587><U+2583><U+2582><U+2581><U+2581> NA

tbodygyrojerkstdz

Distribution

Distribution of values for tbodygyrojerkstdz

Distribution of values for tbodygyrojerkstdz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrojerkstdz numeric 0 1 -1 -0.86 0.19 -0.7095592 0.3045394 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

tbodyaccmagstd

Distribution

Distribution of values for tbodyaccmagstd

Distribution of values for tbodyaccmagstd

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccmagstd numeric 0 1 -0.99 -0.61 0.43 -0.5439087 0.4310448 <U+2587><U+2581><U+2585><U+2582><U+2581> NA

tgravityaccmagstd

Distribution

Distribution of values for tgravityaccmagstd

Distribution of values for tgravityaccmagstd

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tgravityaccmagstd numeric 0 1 -0.99 -0.61 0.43 -0.5439087 0.4310448 <U+2587><U+2581><U+2585><U+2582><U+2581> NA

tbodyaccjerkmagstd

Distribution

Distribution of values for tbodyaccjerkmagstd

Distribution of values for tbodyaccjerkmagstd

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodyaccjerkmagstd numeric 0 1 -0.99 -0.8 0.45 -0.5841756 0.4227953 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

tbodygyromagstd

Distribution

Distribution of values for tbodygyromagstd

Distribution of values for tbodygyromagstd

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyromagstd numeric 0 1 -0.98 -0.74 0.3 -0.6303947 0.3368827 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

tbodygyrojerkmagstd

Distribution

Distribution of values for tbodygyrojerkmagstd

Distribution of values for tbodygyrojerkmagstd

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
tbodygyrojerkmagstd numeric 0 1 -1 -0.88 0.25 -0.7550152 0.2655057 <U+2587><U+2583><U+2582><U+2581><U+2581> NA

fbodyaccstdx

Distribution

Distribution of values for fbodyaccstdx

Distribution of values for fbodyaccstdx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccstdx numeric 0 1 -1 -0.75 0.66 -0.5522011 0.4600233 <U+2587><U+2582><U+2585><U+2582><U+2581> NA

fbodyaccstdy

Distribution

Distribution of values for fbodyaccstdy

Distribution of values for fbodyaccstdy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccstdy numeric 0 1 -0.99 -0.51 0.56 -0.4814787 0.4740277 <U+2587><U+2581><U+2585><U+2583><U+2581> NA

fbodyaccstdz

Distribution

Distribution of values for fbodyaccstdz

Distribution of values for fbodyaccstdz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccstdz numeric 0 1 -0.99 -0.64 0.69 -0.5823614 0.3880902 <U+2587><U+2583><U+2585><U+2581><U+2581> NA

fbodyaccjerkstdx

Distribution

Distribution of values for fbodyaccjerkstdx

Distribution of values for fbodyaccjerkstdx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccjerkstdx numeric 0 1 -1 -0.83 0.48 -0.6121033 0.4004506 <U+2587><U+2582><U+2583><U+2582><U+2581> NA

fbodyaccjerkstdy

Distribution

Distribution of values for fbodyaccjerkstdy

Distribution of values for fbodyaccjerkstdy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccjerkstdy numeric 0 1 -0.99 -0.79 0.35 -0.570731 0.4319873 <U+2587><U+2581><U+2583><U+2583><U+2581> NA

fbodyaccjerkstdz

Distribution

Distribution of values for fbodyaccjerkstdz

Distribution of values for fbodyaccjerkstdz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccjerkstdz numeric 0 1 -0.99 -0.9 -0.0062 -0.7564894 0.2570577 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

fbodygyrostdx

Distribution

Distribution of values for fbodygyrostdx

Distribution of values for fbodygyrostdx

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodygyrostdx numeric 0 1 -0.99 -0.81 0.2 -0.7110357 0.272789 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fbodygyrostdy

Distribution

Distribution of values for fbodygyrostdy

Distribution of values for fbodygyrostdy

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodygyrostdy numeric 0 1 -0.99 -0.8 0.65 -0.6454334 0.3634445 <U+2587><U+2585><U+2582><U+2581><U+2581> NA

fbodygyrostdz

Distribution

Distribution of values for fbodygyrostdz

Distribution of values for fbodygyrostdz

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodygyrostdz numeric 0 1 -0.99 -0.82 0.52 -0.6577466 0.3362014 <U+2587><U+2583><U+2583><U+2581><U+2581> NA

fbodyaccmagstd

Distribution

Distribution of values for fbodyaccmagstd

Distribution of values for fbodyaccmagstd

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodyaccmagstd numeric 0 1 -0.99 -0.65 0.18 -0.6209633 0.3529148 <U+2587><U+2581><U+2583><U+2582><U+2581> NA

fbodybodyaccjerkmagstd

Distribution

Distribution of values for fbodybodyaccjerkmagstd

Distribution of values for fbodybodyaccjerkmagstd

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodybodyaccjerkmagstd numeric 0 1 -0.99 -0.81 0.32 -0.5991609 0.4086668 <U+2587><U+2581><U+2583><U+2582><U+2581> NA

fbodybodygyromagstd

Distribution

Distribution of values for fbodybodygyromagstd

Distribution of values for fbodybodygyromagstd

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodybodygyromagstd numeric 0 1 -0.98 -0.77 0.24 -0.6723223 0.2931842 <U+2587><U+2582><U+2585><U+2581><U+2581> NA

fbodybodygyrojerkmagstd

Distribution

Distribution of values for fbodybodygyrojerkmagstd

Distribution of values for fbodybodygyrojerkmagstd

0 missing values.

Summary statistics

name data_type n_missing complete_rate min median max mean sd hist label
fbodybodygyrojerkmagstd numeric 0 1 -1 -0.89 0.29 -0.7715171 0.2504248 <U+2587><U+2583><U+2581><U+2581><U+2581> NA

Missingness report

Codebook table

JSON-LD metadata The following JSON-LD can be found by search engines, if you share this codebook publicly on the web.

{
  "name": "codebook_data",
  "datePublished": "2020-08-05",
  "description": "The dataset has N=180 rows and 75 columns.\n180 rows have no missing values on any column.\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.2).",
  "keywords": ["activity", "subject", "tbodyaccmeanx", "tbodyaccmeany", "tbodyaccmeanz", "tgravityaccmeanx", "tgravityaccmeany", "tgravityaccmeanz", "tbodyaccjerkmeanx", "tbodyaccjerkmeany", "tbodyaccjerkmeanz", "tbodygyromeanx", "tbodygyromeany", "tbodygyromeanz", "tbodygyrojerkmeanx", "tbodygyrojerkmeany", "tbodygyrojerkmeanz", "tbodyaccmagmean", "tgravityaccmagmean", "tbodyaccjerkmagmean", "tbodygyromagmean", "tbodygyrojerkmagmean", "fbodyaccmeanx", "fbodyaccmeany", "fbodyaccmeanz", "fbodyaccjerkmeanx", "fbodyaccjerkmeany", "fbodyaccjerkmeanz", "fbodygyromeanx", "fbodygyromeany", "fbodygyromeanz", "fbodyaccmagmean", "fbodybodyaccjerkmagmean", "fbodybodygyromagmean", "fbodybodygyrojerkmagmean", "angle(tbodyaccmeangravity)", "angle(tbodyaccjerkmean)gravitymean)", "angle(tbodygyromeangravitymean)", "angle(tbodygyrojerkmeangravitymean)", "angle(xgravitymean)", "angle(ygravitymean)", "angle(zgravitymean)", "tbodyaccstdx", "tbodyaccstdy", "tbodyaccstdz", "tgravityaccstdx", "tgravityaccstdy", "tgravityaccstdz", "tbodyaccjerkstdx", "tbodyaccjerkstdy", "tbodyaccjerkstdz", "tbodygyrostdx", "tbodygyrostdy", "tbodygyrostdz", "tbodygyrojerkstdx", "tbodygyrojerkstdy", "tbodygyrojerkstdz", "tbodyaccmagstd", "tgravityaccmagstd", "tbodyaccjerkmagstd", "tbodygyromagstd", "tbodygyrojerkmagstd", "fbodyaccstdx", "fbodyaccstdy", "fbodyaccstdz", "fbodyaccjerkstdx", "fbodyaccjerkstdy", "fbodyaccjerkstdz", "fbodygyrostdx", "fbodygyrostdy", "fbodygyrostdz", "fbodyaccmagstd", "fbodybodyaccjerkmagstd", "fbodybodygyromagstd", "fbodybodygyrojerkmagstd"],
  "@context": "http://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "activity",
      "@type": "propertyValue"
    },
    {
      "name": "subject",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmeany",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmeany",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmeany",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromeany",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmeany",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromagmean",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmeany",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkmeanx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkmeany",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkmeanz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyromeanx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyromeany",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyromeanz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodyaccjerkmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodygyromagmean",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodygyrojerkmagmean",
      "@type": "propertyValue"
    },
    {
      "name": "angle(tbodyaccmeangravity)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(tbodyaccjerkmean)gravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(tbodygyromeangravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(tbodygyrojerkmeangravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(xgravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(ygravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "angle(zgravitymean)",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccstdx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccstdy",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccstdz",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccstdx",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccstdy",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccstdz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkstdx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkstdy",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkstdz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrostdx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrostdy",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrostdz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkstdx",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkstdy",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkstdz",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "tgravityaccmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "tbodyaccjerkmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyromagstd",
      "@type": "propertyValue"
    },
    {
      "name": "tbodygyrojerkmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccstdx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccstdy",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccstdz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkstdx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkstdy",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccjerkstdz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyrostdx",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyrostdy",
      "@type": "propertyValue"
    },
    {
      "name": "fbodygyrostdz",
      "@type": "propertyValue"
    },
    {
      "name": "fbodyaccmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodyaccjerkmagstd",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodygyromagstd",
      "@type": "propertyValue"
    },
    {
      "name": "fbodybodygyrojerkmagstd",
      "@type": "propertyValue"
    }
  ]
}`